Basic Statistics

Raw Counts

Name Value
Rows 341,424
Columns 24
Discrete columns 9
Continuous columns 15
All missing columns 0
Missing observations 4,878
Complete Rows 336,546
Total observations 8,194,176
Memory allocation 118.9 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 5 columns ignored with more than 50 categories.
## reservation_id: 341424 categories
## booking_date: 1621 categories
## checkin_date: 1532 categories
## checkout_date: 1531 categories
## memberid: 101327 categories

QQ Plot

Correlation Analysis

## 6 features with more than 20 categories ignored!
## reservation_id: 336546 categories
## booking_date: 1621 categories
## checkin_date: 1532 categories
## checkout_date: 1531 categories
## memberid: 99547 categories
## resort_id: 32 categories

Principal Component Analysis

## 5 features with more than 50 categories ignored!
## reservation_id: 336546 categories
## booking_date: 1621 categories
## checkin_date: 1532 categories
## checkout_date: 1531 categories
## memberid: 99547 categories